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Karasuyama, Masayuki
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Multi-parametric solution-path algorithm for instance-weighted support vector machines
Karasuyama M., Harada N., Sugiyama M., Takeuchi I. Machine Learning 88(3): 297-330, 2012. Type: Article
In a weighted support vector machine (WSVM), each training instance has its own weight. So, for example, in nonstationary data analysis, earlier instances may have less weight than later ones, or in heteroscedastic data modeling, large...
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Nov 15 2012
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